Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9940863 | 0.9503484 | 0.6901414 |
| bt | 0.7935395 | 0.4720093 | 0.1784884 |
| maxnet | 0.8017131 | 0.5025552 | NA |
| gam | 0.8196187 | 0.4940767 | 0.2391474 |
| glm | 0.7481707 | 0.4545877 | 0.1478954 |